Ehsan-aghapour/ComputeLibrary

The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.

Release repository: https://github.com/arm-software/ComputeLibrary

Development repository: https://review.mlplatform.org/#/admin/projects/ml/ComputeLibrary

Please report issues here: https://github.com/ARM-software/ComputeLibrary/issues

Make sure you are using the latest version of the library before opening an issue. Thanks

News:

• Gian Marco's talk on Performance Analysis for Optimizing Embedded Deep Learning Inference Software
• Gian Marco's talk on optimizing CNNs with Winograd algorithms at the EVS
• Gian Marco's talk on using SGEMM and FFTs to Accelerate Deep Learning

Related projects:

• Arm NN SDK

Tutorials:

• Tutorial: Cartoonifying Images on Raspberry Pi with the Compute Library
• Tutorial: Running AlexNet on Raspberry Pi with Compute Library

Documentation (API, changelogs, build guide, contribution guide, errata, etc.) available at https://github.com/ARM-software/ComputeLibrary/wiki/Documentation.

Binaries available at https://github.com/ARM-software/ComputeLibrary/releases.

Supported Architectures/Technologies

• Arm® CPUs:

  • Arm® Cortex®-A processor family using Arm® Neon™ technology
  • Arm® Cortex®-R processor family with Armv8-R AArch64 architecture using Arm® Neon™ technology
  • Arm® Cortex®-X1 processor using Arm® Neon™ technology

• Arm® Mali™ GPUs:

  • Arm® Mali™-G processor family
  • Arm® Mali™-T processor family

• x86

Supported OS

• Android™
• Bare Metal
• Linux®
• macOS®
• Tizen™

License and Contributions

The software is provided under MIT license. Contributions to this project are accepted under the same license.

Public mailing list

For technical discussion, the ComputeLibrary project has a public mailing list: acl-dev@lists.linaro.org The list is open to anyone inside or outside of Arm to self subscribe. In order to subscribe, please visit the following website: https://lists.linaro.org/mailman/listinfo/acl-dev

Developer Certificate of Origin (DCO)

Before the ComputeLibrary project accepts your contribution, you need to certify its origin and give us your permission. To manage this process we use the Developer Certificate of Origin (DCO) V1.1 (https://developercertificate.org/)

To indicate that you agree to the the terms of the DCO, you "sign off" your contribution by adding a line with your name and e-mail address to every git commit message:

Signed-off-by: John Doe <john.doe@example.org>

You must use your real name, no pseudonyms or anonymous contributions are accepted.

Trademarks and Copyrights

Android is a trademark of Google LLC.

Arm, Cortex and Mali are registered trademarks or trademarks of Arm Limited (or its subsidiaries) in the US and/or elsewhere.

Linux® is the registered trademark of Linus Torvalds in the U.S. and other countries.

Mac and macOS are trademarks of Apple Inc., registered in the U.S. and other countries.

Tizen is a registered trademark of The Linux Foundation.